Ace Salesforce Salesforce-Data-Cloud Certification with Actual Questions Sep 15, 2025 Updated [Q32-Q49]

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Ace Salesforce Salesforce-Data-Cloud Certification with Actual Questions Sep 15, 2025 Updated

2025 The Most Effective Salesforce-Data-Cloud with 94 Questions Answers

NO.32 The leadership team atCumulus Financial has declared that customers who have deposited more than
$250,000 in the last 5 years and who are not using advisory services, will be the central focus for all new campaigns in the next year. Which two features support this need?

Calculated Insight

Report|

Segment

대시보드

These two features support the need to calculate each customer’s lifetime value (LTV) and create breakdowns of the revenue sourced by different channels. Calculated Insight allows you to create complex calculations based on stored data, such as LTV. Segment allows you to create audiences based on different criteria, such as revenue source. References: https://help.salesforce.com/s/articleView?id=sf.c360_a_calculated_insights.
htm&type=5https://help.salesforce.com/s/articleView?id=sf.c360_a_segmentation.htm&type=5

NO.33 What is allowed when editing a Calculated Insight?

Removing existing measures

Adding new measures

Adding new dimensions

Removing existing dimensions

설명
You can add new measures or dimensions to a Calculated Insight by selecting them from the available attributes list

NO.34 What does the Ignore Empty Value option do in Identity Resolution?

Ignores Individual object records with empty fields when running Identity Resolution rules

Ignores empty fields when running any custom match rules

Ignores empty fields when running reconciliation rules

Ignores empty fields when running the standard match rules

The Ignore Empty Value option is a setting for reconciliation rules, which determine the logic for data selection in a unified profile7. If this option is enabled, empty fields are ignored when applying the reconciliation rule. For example, if the rule is to select the most frequent value, and one of the values is empty, it will not be counted as a frequency.

NO.35 Which data sources are available from Marketing Cloud as a starter bundle?

Email, Cloud Pages, Einstein Web & Email Recommendations

Email, MobileConnect, MobilePush and GroupConnect

Email, Mobile Connect, and Einstein Engagement Scoring

Email, MobileConnect and MobilePush

These data sources are available from Marketing Cloud as a starter bundle. They provide basic contact data, such as email address, mobile number, and device ID, as well as engagement data, such as email opens,clicks, bounces, unsubscribes, SMS sends, deliveries, opt-outs, and push sends, opens, and opt-outs. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_marketing_cloud_data_foundation.
htm&type=5

NO.36 Which option allows an organization an easy way to ingest Marketing Cloud subscriber profile attributes into Data Cloud on a daily basis?

Marketing Cloud Connect API

Email Studio Starter Data Bundle

Profile attributes are not yet supported

Automation Studio and Profile API

This option allows an organization an easy way to ingest Marketing Cloud subscriber profile attributes into Data Cloudon a daily basis. You can use Automation Studio to export profile attributes to a data extension and use the Profile API to send them to Data Cloud.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_marketing_cloud_data_foundatio

NO.37 What is the maximum limit of the number of records for Full Refresh Extract Method?

10 million

40 million

50 million

No hard limit

The maximum limit of the number of records for Full Refresh Extract Method is 10 million. Full Refresh Extract Method is an option for extracting data from Marketing Cloud to Data Cloud. It extracts all records from a data extension regardless of when they were created or modified. If the number of records exceeds 10 million, an error occurs and no records are extracted. Reference: Extract Methods

NO.38 To which Data Model entity should the Email field from a CRM Contact object be mapped?

Lead

Account Contact

Individual

Contact Point Email

The Email field from a CRM Contact object should be mapped to the Contact Point Email entity in the Customer 360data model. This entity represents an email address that is associated with an individual or an account contact. References: [Contact Point Email Entity]

NO.39 Which of the following functions returns the first value from a list that isn’t empty?

CONCAT

COALESCE

REPLACE

FIND

COALESCE is the function that returns the first value from a list that isn’t empty. It takes a list of values asarguments and returns the first non-empty value. For example, COALESCE(NULL, ”, ‘Hello’, ‘World’) returns ‘Hello’. If all values are empty, it returns NULL. References: COALESCE

NO.40 How does Identity Resolution select attributes for Unified Individuals when there is conflicting information in the Data Model?

Create additional Rule Sets

Leverage Reconciliation Rules

Create additional Contact Points

Leverage Match Rules

설명
Reconciliation rules are used to select attributes for Unified Individuals when there is conflicting information in the Data Model. Reconciliation rules can use different methods to prioritize values, such as source sequence, most recent value, or most frequent value. For example, if two profiles have different first names, reconciliation rules can determine which one to use for the unified profile based on the source sequence or the most recent value. References: Identity Resolution Reconciliation Rules

NO.41 Which two statements are true about using consent API and exercising right to be forgotten?

Data Deletion requests are processed within 1 hour

Data Deletion requests are reprocessed at 30, 60, and 90 days

Data Deletion requests are submitted for Individual profiles

Data deletion requests submitted to Data Cloud are passed to all connected Salesforce Clouds

These two statements are true about using consent API and exercising right to be forgotten. Data deletion requests are reprocessed at regular intervals to ensure that any new data related to the individual is deleted.
Data deletion requests are submitted for individual profiles that represent unique identities in Data Cloud.
References: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_consent_api.htm&type=5

NO.42 What is the first thing a business stakeholder should focus on whenconsidering a Data Cloud implementation?

Review consent and privacy management policies

Obtain cross-organizational buy-in

Identify activation targets

Identify data sources

This is the first thing a business stakeholder should focus on when considering a Data Cloud implementation.
Obtaining cross-organizational buy-in involves aligning the goals and expectations of different teams and stakeholders who will use or contribute to Data Cloud.
References:https://trailhead.salesforce.com/content/learn/modules/customer-data-platform-basics/get-started-with

NO.43 Which two dependencies can prevent a Data Stream from being deleted?

A data stream attribute is mapped to a Data Model object

A data stream attribute is used in Calculated Insight

A data stream attribute is used in Segmentation

A data stream attribute is used in Activation

A data stream cannot be deleted if any of its attributes are mapped to a Data Model object or used in a Calculated Insight3. These dependencies need to be removed before deleting the data stream.

NO.44 A customer wants to use the transactional data from their data warehouse in Data Cloud. They are only able to export the data via a SFTP site. What are two recommended ways to bring this data into Data Cloud?

Manually import the file using the Data Import Wizard

Utilize Salesforce’s Dataloader application to perform a bulk upload from a desktop

Import the file into Google Cloud Storage and ingest with the Cloud Storage Connector

Import the file into Amazon S3 and ingest with the Cloud Storage Connector

These two options are recommended ways to bring transactional data from a data warehouse into Data Cloud via a SFTP site. You can use the Cloud Storage Connector to ingest files from Google Cloud Storage or Amazon S3 buckets into Data Cloud.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_google_cloud_storage.htm&type

NO.45 Which two objects or fields are supported for ingestion using the Salesforce CRM connector?

Standard Objects

Standard Big Objects

Custom Big Objects

Custom Objects

The Salesforce CRM connector supports ingestion of standard objects and custom objects from Salesforce CRM. Standard objects are predefined objects that are included with Salesforce CRM, such as Account, Contact, Lead, etc. Custom objects are objects that customers can create to store information that is specific to their organization or industry. Reference: [Salesforce CRM Connector], [Standard Objects], [Custom Objects]

NO.46 Which two statements about Data Cloud’s Web and Mobile App connector are true?

Any Data Streams associated with Web or Mobile connector app will be automatically deleted upon deleting the app from Data Cloud Setup

Data Cloud administrators can see the status of a Web or Mobile connector app on the app details page

Tenant Specific Endpoint is auto-generated in Data Cloud when setting up a Mobile or Web app connection

Mobile and Web SDK schema can be updated to delete an existing field

The app details page shows the status of the app, such as active, inactive, or error. The tenant specific endpoint is a unique URL that is generated for each app and used to send data to Data Cloud from the web or mobile SDK. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_web_mobile_app_connector.htm&type=5

NO.47 Which three features can be used to validate the data in the unified profile object?

Data Actions

Data Explorer

Query API

Profile Explorer

Identity Reconciliation

These three features can be used to validate the data in the unified profile object. Data Explorer allows you to view the ingested data from different sources and how it is mapped to the unified profile object. Query API allows you to query the unified profile object using SOQL or SQL queries. Profile Explorer allows you to view the unified profile records and their attributes. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_explorer.htm&type=5 https://help.salesforce.com/s/articleView?id=sf.c360_a_query_api.htm&type=5 https://help.salesforce.com/s/articleView?id=sf.c360_a_profile_explorer.htm&type=5

NO.48 Which operator can be used to create a segment for a birthday campaign that is evaluated daily?

Is This Year

Is Anniversary Of

Is Between

Is Birthday

설명
This operator can be used to create a segment for a birthday campaign that is evaluated daily. It compares a date attribute to the current date and returns true if they have the same month and day, regardless of the year.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_segmentation_operators.htm&ty

NO.49 A customer wants to use the transactional data from their data warehouse in Data Cloud. They are only able to export the data via a SFTP site. What are two recommended ways to bring this data into Data Cloud?

Manually import the file using the Data Import Wizard

Utilize Salesforce’s Dataloader application to perform a bulk upload from a desktop

Import the file into Google Cloud Storage and ingest with the Cloud Storage Connector

Import the file into Amazon S3 and ingest with the Cloud Storage Connector

These two options are recommended ways to bring transactional data from a data warehouse into Data Cloud via a SFTP site. You can use the Cloud Storage Connector to ingest files from Google Cloud Storage or Amazon S3 buckets into Data Cloud. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_google_cloud_storage.htm&type=5 https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_amazon_s3.htm&type=5

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